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| Section | Weight | Objectives |
|---|---|---|
| Manage and Administer Models | >=12% | - Version control and transport - Deployment and activation - Impact analysis and dependencies - Documentation and metadata |
| Build Calculation Views | >=12% | - Defining data sources and nodes - Implementing star schemas - Creating dimensions and cubes - Types of calculation views |
| SQLScript in Models | 8-12% | - Using SQLScript in table functions - Consuming procedures in views - Debugging SQLScript code - Scalar functions and logic |
| Configuring Modeling Functions | >=12% | - Hierarchies and time dimensions - Currency and unit conversion - Input parameters and variables - Calculated columns and measures |
| Optimize Performance of Models | >=12% | - Partitioning and indexing - Union pruning and filtering - Join and aggregation optimization - Execution analysis and plan |
| SAP HANA Cloud Modeling Basics | >=12% | - Project and workspace structure - Working with SAP Business Application Studio - SAP HANA Cloud architecture overview - Data provisioning and virtualization |
| Secure Data Models | 8-12% | - Transport security and authorizations - Access control management - Analytic privileges - Data masking and anonymization |
Question 1
What are some best practices when developing calculation views? Note: There are 2 correct answers to this question.
A. Include all data flow logic within one calculation view.
B. Model star schemas using a sequence of join nodes.
C. Aggregate at the lowest possible node.
D. Avoid defining joins on calculated columns.
Question 2
Which of the following approaches might improve the performance of joins in a CUBE calculation view?Note: There are 2 correct answers to this question.
A. Specify the join cardinality
B. Use an inner join
C. Limit the number of joined columns
D. Define join direction in a full outer join
Question 3
Referring to the diagram,
which privileges would a user require to view United States data when querying the CUBE calculation view?
A. A SELECT privilege and an Analytic Privilege (Country = United States) on the DIMENSION calculation view
B. SELECT privileges and Analytic Privileges (Country = United States) on both views
C. A SELECT privilege and an Analytic Privilege (Country = United States) on the CUBE calculation view
D. A SELECT privilege on the CUBE calculation view and an Analytic Privilege (Country = United States) on the DIMENSION calculation view
Question 4
You have imported a new calculation view in a folder that contains an .hdinamespace file. This calculation view consumes one data source, which is a table. When trying to deploy the calculation view, the deployment fails with a namespace-related issue.What could be the reason?Note: There are 2 correct answers to this question.
A. The .hdinamespace specifies "sub-folder":"append", so calculation views can only be created in subfolders.
B. The namespace used within the calculation view to reference the table is different from the actual namespace in the identifier of this table.
C. The imported calculation view and its data source have different namespaces.
D. An .hdinamespace file is defined in the SRC folder that specifies a different namespace property than the one in the identifier of the calculation view.
Question 5
You want to map an input parameter of calculation view A to an input parameter of calculation view B using the parameter mapping feature in the calculation view editor.
However, the input parameters of calculation view B are not proposed as source parameters. What might be the reason for this?
A. You already mapped the input parameters in another calculation view.
B. You selected the wrong parameter mapping TYPE.
C. The names of the input parameters do not match.
D. Your source calculation view is of type DIMENSION.
Solutions:
| Question 1 Answer: A,D | Question 2 Answer: A,C | Question 3 Answer: D | Question 4 Answer: B,C | Question 5 Answer: A |
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